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Research Note on Uncertain Probabilities and Abstract Argumentation


Aug 23, 2022
Pietro Baroni, Federico Cerutti, Massimiliano Giacomin, Lance M. Kaplan, Murat Sensoy


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SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks


Aug 16, 2022
Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III

* 8 pages, appeared at FUSION 2022: 25th International Conference on Information Fusion 

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Uncertain Bayesian Networks: Learning from Incomplete Data


Aug 08, 2022
Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III

* 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021, pp. 1-6 
* 6 pages, appeared at 2021 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 

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Using DeepProbLog to perform Complex Event Processing on an Audio Stream


Oct 15, 2021
Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

* 8 pages, 3 figures 

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Fudge: A light-weight solver for abstract argumentation based on SAT reductions


Sep 07, 2021
Matthias Thimm, Federico Cerutti, Mauro Vallati

* Part of ICCMA 2021 proceedings 

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Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits


Feb 22, 2021
Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy

* Under submission to MACH 

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An Experimentation Platform for Explainable Coalition Situational Understanding


Nov 09, 2020
Katie Barrett-Powell, Jack Furby, Liam Hiley, Marc Roig Vilamala, Harrison Taylor, Federico Cerutti, Alun Preece, Tianwei Xing, Luis Garcia, Mani Srivastava, Dave Braines

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams


Oct 23, 2020
Dave Braines, Federico Cerutti, Marc Roig Vilamala, Mani Srivastava, Lance Kaplan Alun Preece, Gavin Pearson

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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A Hybrid Neuro-Symbolic Approach for Complex Event Processing


Sep 18, 2020
Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

* Accepted as extended abstract at ICLP2020 

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